---
title: Auto-Ontology — Automotive Market Intelligence
emoji: 🏎️
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: "5.31.0"
app_file: app.py
pinned: false
license: cc-by-4.0
datasets:
  - cp500/auto-ontology
---

# Auto-Ontology — Automotive Market Intelligence

Explore a hypergraph of **94,671 market signals** connected to **1,261 vehicles** from the NHTSA vPIC registry.

**Pipeline tab** — Scrollytelling walkthrough from Common Crawl to structural analysis, with D3.js visualizations.

**Chatbot tab** — Ask questions about the automotive market using a Strands Agent backed by the dataset.

Built as an AWS Automotive workshop. Dataset: [cp500/auto-ontology](https://huggingface.co/datasets/cp500/auto-ontology)